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Pseudo value-based Deep Neural Networks for Multi-state Survival Analysis


Jul 12, 2022
Md Mahmudur Rahman , Sanjay Purushotham


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FedPseudo: Pseudo value-based Deep Learning Models for Federated Survival Analysis


Jul 12, 2022
Md Mahmudur Rahman , Sanjay Purushotham


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Intelligent Sight and Sound: A Chronic Cancer Pain Dataset


Apr 07, 2022
Catherine Ordun , Alexandra N. Cha , Edward Raff , Byron Gaskin , Alex Hanson , Mason Rule , Sanjay Purushotham , James L. Gulley

* Published as conference paper at the 35th Conference on Neural Information Processing Systems (NeurIPS 2021) Track on Datasets and Benchmarks 

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Generating Thermal Human Faces for Physiological Assessment Using Thermal Sensor Auxiliary Labels


Jun 15, 2021
Catherine Ordun , Edward Raff , Sanjay Purushotham


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The Use of AI for Thermal Emotion Recognition: A Review of Problems and Limitations in Standard Design and Data


Sep 22, 2020
Catherine Ordun , Edward Raff , Sanjay Purushotham

* Presented at AAAI FSS-20: Artificial Intelligence in Government and Public Sector, Washington, DC, USA 

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Exploratory Analysis of Covid-19 Tweets using Topic Modeling, UMAP, and DiGraphs


May 06, 2020
Catherine Ordun , Sanjay Purushotham , Edward Raff


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Benchmark of Deep Learning Models on Large Healthcare MIMIC Datasets


Oct 23, 2017
Sanjay Purushotham , Chuizheng Meng , Zhengping Che , Yan Liu

* Submitted to Journal of Biomedical Informatics (JBI). First two authors have equal contributions 

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m-TSNE: A Framework for Visualizing High-Dimensional Multivariate Time Series


Aug 26, 2017
Minh Nguyen , Sanjay Purushotham , Hien To , Cyrus Shahabi

* VAHC2016 Workshop on Visual Analytics in Healthcare in conjunction with AMIA 2016 

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Measuring and Predicting Tag Importance for Image Retrieval


Jan 09, 2017
Shangwen Li , Sanjay Purushotham , Chen Chen , Yuzhuo Ren , C. -C. Jay Kuo


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Recurrent Neural Networks for Multivariate Time Series with Missing Values


Nov 07, 2016
Zhengping Che , Sanjay Purushotham , Kyunghyun Cho , David Sontag , Yan Liu


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